Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
Unlike timestamp-based or manually curated breakpoints, our AI evaluates shot changes, audio continuity, narrative flow, and visual rhythm to detect optimal ad-break moments. The output includes frame-level timestamps, break rank scores, and content tags that help platforms create ad-inventory aligned with viewer expectations and content integrity. Key Features: Deep learning models for scene boundary and narrative segmentation Speech and black frame detection to avoid placing ads during spoken content or critical scenes Proprietary confidence-ranking system for each breakpoint Output includes timestamp, context tag, and confidence score Seamless API integration with OTT platforms, MAMs, or ad servers
Commercial Impact: Increases ad-inventory without harming user experience Improves CPM and reduces churn from intrusive ad placements Optimized for FAST and AVOD business models.
Highlights
Highlighted by the publisher on AWS Marketplace.
Vionlabs helps media platforms generate more ad revenue while keeping the content experience intact, ensuring ads feel like a natural part of the story, not a disruption.
Agent build and provenance
See the full provenance
The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Plans and pricing as listed
8 listed- Units
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Refund terms
As stated by the publisher on AWS Marketplace.
Paid Service Fees are non-refundable. Contact info@vionlabs.com More information to be found in the GTCs https://cdn.prod.website-files.com/67978ee27d95b7ff0119d2ea/68fb5b7dfb37ee0db0869adc_Vionlabs-General-Terms-and-Conditions_2025.pdf
Sources
Linked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
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